Davide Zanfardino


2020

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InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles
Simone Conia | Fabrizio Brignone | Davide Zanfardino | Roberto Navigli
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Semantic Role Labeling (SRL) is deeply dependent on complex linguistic resources and sophisticated neural models, which makes the task difficult to approach for non-experts. To address this issue we present a new platform named Intelligible Verbs and Roles (InVeRo). This platform provides access to a new verb resource, VerbAtlas, and a state-of-the-art pretrained implementation of a neural, span-based architecture for SRL. Both the resource and the system provide human-readable verb sense and semantic role information, with an easy to use Web interface and RESTful APIs available at http://nlp.uniroma1.it/invero.